


from math import asin, atan, cos, radians, sin, sqrt, tan

UpperCamelCase					:       List[Any]			    =     637_8137.0
UpperCamelCase					:       Tuple			    =     635_6752.31_4245
UpperCamelCase					:       Optional[Any]			    =     637_8137



def UpperCamelCase_				(				__a			,				__a			,				__a			,				__a      )	->   float:
      a__	:  Optional[int]     =   (AXIS_A - AXIS_B) / AXIS_A
      a__	:  List[str]     =   atan((1 - flattening) * tan(radians(__a      )      )      )
      a__	:  List[Any]     =   atan((1 - flattening) * tan(radians(__a      )      )      )
      a__	:  str     =   radians(__a      )
      a__	:  int     =   radians(__a      )
      # Equation
      a__	:  Optional[int]     =   sin((phi_a - phi_a) / 2      )
      a__	:  Tuple     =   sin((lambda_a - lambda_a) / 2      )
      # Square both values
      sin_sq_phi *= sin_sq_phi
      sin_sq_lambda *= sin_sq_lambda
      a__	:  Optional[Any]     =   sqrt(sin_sq_phi + (cos(__a      ) * cos(__a      ) * sin_sq_lambda)      )
      return 2 * RADIUS * asin(__a      )


if __name__ == "__main__":
    import doctest

    doctest.testmod()






'''simple docstring'''






# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
     from PIL import Image

class 				a__(   lowerCamelCase__      ):
    lowercase__					=       """Salesforce/blip-image-captioning-base"""
    lowercase__					=       (
        """This is a tool that generates a description of an image. It takes an input named `image` which should be the """
        """image to caption, and returns a text that contains the description in English."""
    )
    lowercase__					=       """image_captioner"""
    lowercase__					=       AutoModelForVisionaSeq

    lowercase__					=       ["""image"""]
    lowercase__					=       ["""text"""]







    def __init__( self					:    Tuple		,     *__snake_case					:    int		,     **__snake_case					:    List[Any]      ):
      requires_backends(self		,     ['vision']      )
      super().__init__(*__snake_case		,     **__snake_case      )







    def      lowercase_			( self					:    Optional[int]		,     __snake_case					:    "Image"      ):
      return self.pre_processor(images=__snake_case		,     return_tensors='pt'      )







    def      lowercase_			( self					:    Optional[Any]		,     __snake_case					:    str      ):
      return self.model.generate(**__snake_case      )







    def      lowercase_			( self					:    Optional[Any]		,     __snake_case					:    Tuple      ):
      return self.pre_processor.batch_decode(__snake_case		,     skip_special_tokens=__snake_case      )[0].strip()